Robert D Nowak
Robert D Nowak
Keith and Jane Morgan Nosbusch Professor in ECE, Grace Wahba Professor of Data Science
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Cited by
Cited by
Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems
MAT Figueiredo, RD Nowak, SJ Wright
IEEE Journal of selected topics in signal processing 1 (4), 586-597, 2007
Wavelet-based statistical signal processing using hidden Markov models
MS Crouse, RD Nowak, RG Baraniuk
IEEE Transactions on signal processing 46 (4), 886-902, 1998
Sparse reconstruction by separable approximation
SJ Wright, RD Nowak, MAT Figueiredo
IEEE Transactions on signal processing 57 (7), 2479-2493, 2009
An EM algorithm for wavelet-based image restoration
MAT Figueiredo, RD Nowak
IEEE Transactions on Image Processing 12 (8), 906-916, 2003
Compressed channel sensing: A new approach to estimating sparse multipath channels
WU Bajwa, J Haupt, AM Sayeed, R Nowak
Proceedings of the IEEE 98 (6), 1058-1076, 2010
Distributed optimization in sensor networks
M Rabbat, R Nowak
Proceedings of the 3rd international symposium on Information processing in …, 2004
Wavelet-based Rician noise removal for magnetic resonance imaging
RD Nowak
IEEE Transactions on Image Processing 8 (10), 1408-1419, 1999
Signal reconstruction from noisy random projections
J Haupt, R Nowak
IEEE Transactions on Information Theory 52 (9), 4036-4048, 2006
Compressed sensing for networked data
J Haupt, WU Bajwa, M Rabbat, R Nowak
IEEE Signal Processing Magazine 25 (2), 92-101, 2008
Internet tomography
A Coates, AO Hero III, R Nowak, B Yu
IEEE Signal processing magazine 19 (3), 47-65, 2002
Majorization–minimization algorithms for wavelet-based image restoration
MAT Figueiredo, JM Bioucas-Dias, RD Nowak
IEEE Transactions on Image processing 16 (12), 2980-2991, 2007
Network tomography: Recent developments
R Castro, M Coates, G Liang, R Nowak, B Yu
Toeplitz compressed sensing matrices with applications to sparse channel estimation
J Haupt, WU Bajwa, G Raz, R Nowak
IEEE transactions on information theory 56 (11), 5862-5875, 2010
Online identification and tracking of subspaces from highly incomplete information
L Balzano, R Nowak, B Recht
2010 48th Annual allerton conference on communication, control, and …, 2010
Compressive wireless sensing
W Bajwa, J Haupt, A Sayeed, R Nowak
Proceedings of the 5th international conference on Information processing in …, 2006
lil’ucb: An optimal exploration algorithm for multi-armed bandits
K Jamieson, M Malloy, R Nowak, S Bubeck
Conference on Learning Theory, 423-439, 2014
Toeplitz-structured compressed sensing matrices
WU Bajwa, JD Haupt, GM Raz, SJ Wright, RD Nowak
2007 IEEE/SP 14th Workshop on Statistical Signal Processing, 294-298, 2007
Quantized incremental algorithms for distributed optimization
MG Rabbat, RD Nowak
IEEE Journal on Selected Areas in Communications 23 (4), 798-808, 2005
Computational segmentation of collagen fibers from second-harmonic generation images of breast cancer
JS Bredfeldt, Y Liu, CA Pehlke, MW Conklin, JM Szulczewski, DR Inman, ...
Journal of biomedical optics 19 (1), 016007-016007, 2014
Unlabeled data: Now it helps, now it doesn't
A Singh, R Nowak, J Zhu
Advances in neural information processing systems 21, 2008
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